mattifrind/detectron-trainings-visualization

Software to visualize detectron training stats

Detectron trainings visualization

With this software you can visualize your Detectron training process. The software reads the accuracy, the loss, the loss_cls and the loss_bbox.

To get started just unpack the vis-tool.zip and start the "train-vis.jar" in the zip-folder "vis-tool.zip".

When you train you network just save the standard out into a file and paste it into the software directory. For example use this command:

python2 tools/train_net.py --cfg path/to/config/file.yaml OUTPUT_DIR path/to/output/directory | tee /home/ubuntu/output/trainingsoutput.txt

You can configure the chart with the form at the start of the tool. Select the higher boundaries as well as the ticks and choose which data you want to show. You can also create a linear regression of the accuracy.

When you run the software you should get a chart like this:

For more information visit my website.

References

• JSON library
• Thorwin math

detectron-trainings-visualization's Issues

How should I assign a different training logging file?

How should I assign a different training logging file?

Could you kindly add a description on how to use this tool?

Thank you for your tool provided here. I am also interested in using a visualization tool in Detectron which leads me here, but I don't have an idea how to use your tool. Could you kindly add a description on how to use it? Like in README.